Dataset statistics
| Number of variables | 16 |
|---|---|
| Number of observations | 891 |
| Missing cells | 177 |
| Missing cells (%) | 1.2% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 150.6 KiB |
| Average record size in memory | 173.1 B |
Variable types
| Numeric | 8 |
|---|---|
| Boolean | 1 |
| Categorical | 3 |
| Text | 3 |
| DateTime | 1 |
%_Fare is highly overall correlated with Fare | High correlation |
Fare is highly overall correlated with %_Fare | High correlation |
Novos_IDs is highly overall correlated with PassengerId and 3 other fields | High correlation |
PassengerId is highly overall correlated with Novos_IDs and 3 other fields | High correlation |
Pclass is highly overall correlated with Novos_IDs and 1 other fields | High correlation |
Sex is highly overall correlated with Novos_IDs and 2 other fields | High correlation |
Survived is highly overall correlated with Novos_IDs and 2 other fields | High correlation |
Birthday has 177 (19.9%) missing values | Missing |
Novos_IDs is uniformly distributed | Uniform |
PassengerId is uniformly distributed | Uniform |
Novos_IDs has unique values | Unique |
PassengerId has unique values | Unique |
Name has unique values | Unique |
Distribuicao has unique values | Unique |
SibSp has 608 (68.2%) zeros | Zeros |
Parch has 678 (76.1%) zeros | Zeros |
Fare has 15 (1.7%) zeros | Zeros |
%_Fare has 15 (1.7%) zeros | Zeros |
Reproduction
| Analysis started | 2024-06-05 20:59:27.485332 |
|---|---|
| Analysis finished | 2024-06-05 21:03:04.105192 |
| Duration | 3 minutes and 36.62 seconds |
| Software version | ydata-profiling v4.8.3 |
| Download configuration | config.json |
Novos_IDs
Real number (ℝ)
HIGH CORRELATION  UNIFORM  UNIQUE 
| Distinct | 891 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1336 |
| Minimum | 891 |
|---|---|
| Maximum | 1781 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 46.2 KiB |
Quantile statistics
| Minimum | 891 |
|---|---|
| 5-th percentile | 935.5 |
| Q1 | 1113.5 |
| median | 1336 |
| Q3 | 1558.5 |
| 95-th percentile | 1736.5 |
| Maximum | 1781 |
| Range | 890 |
| Interquartile range (IQR) | 445 |
Descriptive statistics
| Standard deviation | 257.35384 |
|---|---|
| Coefficient of variation (CV) | 0.19263012 |
| Kurtosis | -1.2 |
| Mean | 1336 |
| Median Absolute Deviation (MAD) | 223 |
| Skewness | 0 |
| Sum | 1190376 |
| Variance | 66231 |
| Monotonicity | Strictly increasing |
| Value | Count | Frequency (%) |
| 891 | 1 | 0.1% |
| 1489 | 1 | 0.1% |
| 1478 | 1 | 0.1% |
| 1479 | 1 | 0.1% |
| 1480 | 1 | 0.1% |
| 1481 | 1 | 0.1% |
| 1482 | 1 | 0.1% |
| 1483 | 1 | 0.1% |
| 1484 | 1 | 0.1% |
| 1485 | 1 | 0.1% |
| Other values (881) | 881 |
| Value | Count | Frequency (%) |
| 891 | 1 | |
| 892 | 1 | |
| 893 | 1 | |
| 894 | 1 | |
| 895 | 1 | |
| 896 | 1 | |
| 897 | 1 | |
| 898 | 1 | |
| 899 | 1 | |
| 900 | 1 |
| Value | Count | Frequency (%) |
| 1781 | 1 | |
| 1780 | 1 | |
| 1779 | 1 | |
| 1778 | 1 | |
| 1777 | 1 | |
| 1776 | 1 | |
| 1775 | 1 | |
| 1774 | 1 | |
| 1773 | 1 | |
| 1772 | 1 |
PassengerId
Real number (ℝ)
HIGH CORRELATION  UNIFORM  UNIQUE 
| Distinct | 891 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 446 |
| Minimum | 1 |
|---|---|
| Maximum | 891 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 46.2 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 45.5 |
| Q1 | 223.5 |
| median | 446 |
| Q3 | 668.5 |
| 95-th percentile | 846.5 |
| Maximum | 891 |
| Range | 890 |
| Interquartile range (IQR) | 445 |
Descriptive statistics
| Standard deviation | 257.35384 |
|---|---|
| Coefficient of variation (CV) | 0.57702655 |
| Kurtosis | -1.2 |
| Mean | 446 |
| Median Absolute Deviation (MAD) | 223 |
| Skewness | 0 |
| Sum | 397386 |
| Variance | 66231 |
| Monotonicity | Strictly increasing |
| Value | Count | Frequency (%) |
| 1 | 1 | 0.1% |
| 599 | 1 | 0.1% |
| 588 | 1 | 0.1% |
| 589 | 1 | 0.1% |
| 590 | 1 | 0.1% |
| 591 | 1 | 0.1% |
| 592 | 1 | 0.1% |
| 593 | 1 | 0.1% |
| 594 | 1 | 0.1% |
| 595 | 1 | 0.1% |
| Other values (881) | 881 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 5 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 9 | 1 | |
| 10 | 1 |
| Value | Count | Frequency (%) |
| 891 | 1 | |
| 890 | 1 | |
| 889 | 1 | |
| 888 | 1 | |
| 887 | 1 | |
| 886 | 1 | |
| 885 | 1 | |
| 884 | 1 | |
| 883 | 1 | |
| 882 | 1 |
Survived
Boolean
HIGH CORRELATION 
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 40.1 KiB |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 549 | |
| True | 342 |
Pclass
Categorical
HIGH CORRELATION 
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 46.2 KiB |
| 3 | |
|---|---|
| 1 | |
| 2 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 891 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 3 |
|---|---|
| 2nd row | 1 |
| 3rd row | 3 |
| 4th row | 1 |
| 5th row | 3 |
Common Values
| Value | Count | Frequency (%) |
| 3 | 491 | |
| 1 | 216 | |
| 2 | 184 | 20.7% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 3 | 491 | |
| 1 | 216 | |
| 2 | 184 | 20.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| 3 | 491 | |
| 1 | 216 | |
| 2 | 184 | 20.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 891 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 3 | 491 | |
| 1 | 216 | |
| 2 | 184 | 20.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 891 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 3 | 491 | |
| 1 | 216 | |
| 2 | 184 | 20.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 891 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 3 | 491 | |
| 1 | 216 | |
| 2 | 184 | 20.7% |
Name
Text
UNIQUE 
| Distinct | 891 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 46.2 KiB |
Length
| Max length | 82 |
|---|---|
| Median length | 52 |
| Mean length | 26.965208 |
| Min length | 12 |
Characters and Unicode
| Total characters | 24026 |
|---|---|
| Distinct characters | 60 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 891 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | Braund, Mr. Owen Harris |
|---|---|
| 2nd row | Cumings, Mrs. John Bradley (Florence Briggs Thayer) |
| 3rd row | Heikkinen, Miss. Laina |
| 4th row | Futrelle, Mrs. Jacques Heath (Lily May Peel) |
| 5th row | Allen, Mr. William Henry |
| Value | Count | Frequency (%) |
| mr | 521 | 14.4% |
| miss | 182 | 5.0% |
| mrs | 129 | 3.6% |
| william | 64 | 1.8% |
| john | 44 | 1.2% |
| master | 40 | 1.1% |
| henry | 35 | 1.0% |
| george | 24 | 0.7% |
| james | 24 | 0.7% |
| charles | 23 | 0.6% |
| Other values (1515) | 2538 |
Most occurring characters
| Value | Count | Frequency (%) |
| 2735 | 11.4% | |
| r | 1958 | 8.1% |
| e | 1703 | 7.1% |
| a | 1657 | 6.9% |
| i | 1325 | 5.5% |
| n | 1304 | 5.4% |
| s | 1297 | 5.4% |
| M | 1128 | 4.7% |
| l | 1067 | 4.4% |
| o | 1008 | 4.2% |
| Other values (50) | 8844 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 24026 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 2735 | 11.4% | |
| r | 1958 | 8.1% |
| e | 1703 | 7.1% |
| a | 1657 | 6.9% |
| i | 1325 | 5.5% |
| n | 1304 | 5.4% |
| s | 1297 | 5.4% |
| M | 1128 | 4.7% |
| l | 1067 | 4.4% |
| o | 1008 | 4.2% |
| Other values (50) | 8844 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 24026 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 2735 | 11.4% | |
| r | 1958 | 8.1% |
| e | 1703 | 7.1% |
| a | 1657 | 6.9% |
| i | 1325 | 5.5% |
| n | 1304 | 5.4% |
| s | 1297 | 5.4% |
| M | 1128 | 4.7% |
| l | 1067 | 4.4% |
| o | 1008 | 4.2% |
| Other values (50) | 8844 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 24026 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 2735 | 11.4% | |
| r | 1958 | 8.1% |
| e | 1703 | 7.1% |
| a | 1657 | 6.9% |
| i | 1325 | 5.5% |
| n | 1304 | 5.4% |
| s | 1297 | 5.4% |
| M | 1128 | 4.7% |
| l | 1067 | 4.4% |
| o | 1008 | 4.2% |
| Other values (50) | 8844 |
Sex
Categorical
HIGH CORRELATION 
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 46.2 KiB |
| male | |
|---|---|
| female |
Length
| Max length | 6 |
|---|---|
| Median length | 4 |
| Mean length | 4.704826 |
| Min length | 4 |
Characters and Unicode
| Total characters | 4192 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | male |
|---|---|
| 2nd row | female |
| 3rd row | female |
| 4th row | female |
| 5th row | male |
Common Values
| Value | Count | Frequency (%) |
| male | 577 | |
| female | 314 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| male | 577 | |
| female | 314 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 1205 | |
| m | 891 | |
| a | 891 | |
| l | 891 | |
| f | 314 | 7.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 4192 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 1205 | |
| m | 891 | |
| a | 891 | |
| l | 891 | |
| f | 314 | 7.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 4192 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 1205 | |
| m | 891 | |
| a | 891 | |
| l | 891 | |
| f | 314 | 7.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 4192 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 1205 | |
| m | 891 | |
| a | 891 | |
| l | 891 | |
| f | 314 | 7.5% |
Birthday
Date
MISSING 
| Distinct | 71 |
|---|---|
| Distinct (%) | 9.9% |
| Missing | 177 |
| Missing (%) | 19.9% |
| Memory size | 46.2 KiB |
| Minimum | 1832-04-15 00:00:00 |
|---|---|
| Maximum | 1912-04-15 00:00:00 |
SibSp
Real number (ℝ)
ZEROS 
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.52300786 |
| Minimum | 0 |
|---|---|
| Maximum | 8 |
| Zeros | 608 |
| Zeros (%) | 68.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 46.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 3 |
| Maximum | 8 |
| Range | 8 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.1027434 |
|---|---|
| Coefficient of variation (CV) | 2.1084644 |
| Kurtosis | 17.88042 |
| Mean | 0.52300786 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.6953517 |
| Sum | 466 |
| Variance | 1.2160431 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 608 | |
| 1 | 209 | 23.5% |
| 2 | 28 | 3.1% |
| 4 | 18 | 2.0% |
| 3 | 16 | 1.8% |
| 8 | 7 | 0.8% |
| 5 | 5 | 0.6% |
| Value | Count | Frequency (%) |
| 0 | 608 | |
| 1 | 209 | 23.5% |
| 2 | 28 | 3.1% |
| 3 | 16 | 1.8% |
| 4 | 18 | 2.0% |
| 5 | 5 | 0.6% |
| 8 | 7 | 0.8% |
| Value | Count | Frequency (%) |
| 8 | 7 | 0.8% |
| 5 | 5 | 0.6% |
| 4 | 18 | 2.0% |
| 3 | 16 | 1.8% |
| 2 | 28 | 3.1% |
| 1 | 209 | 23.5% |
| 0 | 608 |
Parch
Real number (ℝ)
ZEROS 
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.38159371 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 678 |
| Zeros (%) | 76.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 46.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 2 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.80605722 |
|---|---|
| Coefficient of variation (CV) | 2.1123441 |
| Kurtosis | 9.7781252 |
| Mean | 0.38159371 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.749117 |
| Sum | 340 |
| Variance | 0.64972824 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 678 | |
| 1 | 118 | 13.2% |
| 2 | 80 | 9.0% |
| 5 | 5 | 0.6% |
| 3 | 5 | 0.6% |
| 4 | 4 | 0.4% |
| 6 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 678 | |
| 1 | 118 | 13.2% |
| 2 | 80 | 9.0% |
| 3 | 5 | 0.6% |
| 4 | 4 | 0.4% |
| 5 | 5 | 0.6% |
| 6 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 6 | 1 | 0.1% |
| 5 | 5 | 0.6% |
| 4 | 4 | 0.4% |
| 3 | 5 | 0.6% |
| 2 | 80 | 9.0% |
| 1 | 118 | 13.2% |
| 0 | 678 |
Ticket
Text
| Distinct | 681 |
|---|---|
| Distinct (%) | 76.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 46.2 KiB |
Length
| Max length | 18 |
|---|---|
| Median length | 17 |
| Mean length | 6.7508418 |
| Min length | 3 |
Characters and Unicode
| Total characters | 6015 |
|---|---|
| Distinct characters | 35 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 547 ? |
|---|---|
| Unique (%) | 61.4% |
Sample
| 1st row | A/5 21171 |
|---|---|
| 2nd row | PC 17599 |
| 3rd row | STON/O2. 3101282 |
| 4th row | 113803 |
| 5th row | 373450 |
| Value | Count | Frequency (%) |
| pc | 60 | 5.3% |
| c.a | 27 | 2.4% |
| a/5 | 17 | 1.5% |
| ca | 14 | 1.2% |
| ston/o | 12 | 1.1% |
| 2 | 12 | 1.1% |
| sc/paris | 9 | 0.8% |
| w./c | 9 | 0.8% |
| soton/o.q | 8 | 0.7% |
| 347082 | 7 | 0.6% |
| Other values (709) | 955 |
Most occurring characters
| Value | Count | Frequency (%) |
| 3 | 746 | |
| 1 | 689 | |
| 2 | 594 | |
| 7 | 490 | |
| 4 | 464 | 7.7% |
| 6 | 422 | 7.0% |
| 0 | 406 | 6.7% |
| 5 | 387 | 6.4% |
| 9 | 328 | 5.5% |
| 8 | 282 | 4.7% |
| Other values (25) | 1207 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 6015 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 3 | 746 | |
| 1 | 689 | |
| 2 | 594 | |
| 7 | 490 | |
| 4 | 464 | 7.7% |
| 6 | 422 | 7.0% |
| 0 | 406 | 6.7% |
| 5 | 387 | 6.4% |
| 9 | 328 | 5.5% |
| 8 | 282 | 4.7% |
| Other values (25) | 1207 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 6015 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 3 | 746 | |
| 1 | 689 | |
| 2 | 594 | |
| 7 | 490 | |
| 4 | 464 | 7.7% |
| 6 | 422 | 7.0% |
| 0 | 406 | 6.7% |
| 5 | 387 | 6.4% |
| 9 | 328 | 5.5% |
| 8 | 282 | 4.7% |
| Other values (25) | 1207 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 6015 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 3 | 746 | |
| 1 | 689 | |
| 2 | 594 | |
| 7 | 490 | |
| 4 | 464 | 7.7% |
| 6 | 422 | 7.0% |
| 0 | 406 | 6.7% |
| 5 | 387 | 6.4% |
| 9 | 328 | 5.5% |
| 8 | 282 | 4.7% |
| Other values (25) | 1207 |
Fare
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 248 |
|---|---|
| Distinct (%) | 27.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 32.204208 |
| Minimum | 0 |
|---|---|
| Maximum | 512.3292 |
| Zeros | 15 |
| Zeros (%) | 1.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 46.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 7.225 |
| Q1 | 7.9104 |
| median | 14.4542 |
| Q3 | 31 |
| 95-th percentile | 112.07915 |
| Maximum | 512.3292 |
| Range | 512.3292 |
| Interquartile range (IQR) | 23.0896 |
Descriptive statistics
| Standard deviation | 49.693429 |
|---|---|
| Coefficient of variation (CV) | 1.5430725 |
| Kurtosis | 33.398141 |
| Mean | 32.204208 |
| Median Absolute Deviation (MAD) | 6.9042 |
| Skewness | 4.7873165 |
| Sum | 28693.949 |
| Variance | 2469.4368 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 8.05 | 43 | 4.8% |
| 13 | 42 | 4.7% |
| 7.8958 | 38 | 4.3% |
| 7.75 | 34 | 3.8% |
| 26 | 31 | 3.5% |
| 10.5 | 24 | 2.7% |
| 7.925 | 18 | 2.0% |
| 7.775 | 16 | 1.8% |
| 7.2292 | 15 | 1.7% |
| 0 | 15 | 1.7% |
| Other values (238) | 615 |
| Value | Count | Frequency (%) |
| 0 | 15 | |
| 4.0125 | 1 | 0.1% |
| 5 | 1 | 0.1% |
| 6.2375 | 1 | 0.1% |
| 6.4375 | 1 | 0.1% |
| 6.45 | 1 | 0.1% |
| 6.4958 | 2 | 0.2% |
| 6.75 | 2 | 0.2% |
| 6.8583 | 1 | 0.1% |
| 6.95 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 512.3292 | 3 | |
| 263 | 4 | |
| 262.375 | 2 | |
| 247.5208 | 2 | |
| 227.525 | 4 | |
| 221.7792 | 1 | 0.1% |
| 211.5 | 1 | 0.1% |
| 211.3375 | 3 | |
| 164.8667 | 2 | |
| 153.4625 | 3 |
Cabin
Text
| Distinct | 148 |
|---|---|
| Distinct (%) | 16.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 46.2 KiB |
Length
| Max length | 15 |
|---|---|
| Median length | 12 |
| Mean length | 10.074074 |
| Min length | 1 |
Characters and Unicode
| Total characters | 8976 |
|---|---|
| Distinct characters | 27 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 101 ? |
|---|---|
| Unique (%) | 11.3% |
Sample
| 1st row | Desconhecido |
|---|---|
| 2nd row | C85 |
| 3rd row | Desconhecido |
| 4th row | C123 |
| 5th row | Desconhecido |
| Value | Count | Frequency (%) |
| desconhecido | 687 | |
| c25 | 4 | 0.4% |
| c27 | 4 | 0.4% |
| g6 | 4 | 0.4% |
| b96 | 4 | 0.4% |
| b98 | 4 | 0.4% |
| f | 4 | 0.4% |
| c23 | 4 | 0.4% |
| f33 | 3 | 0.3% |
| e101 | 3 | 0.3% |
| Other values (152) | 204 | 22.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| c | 1374 | |
| o | 1374 | |
| e | 1374 | |
| D | 721 | |
| s | 687 | |
| n | 687 | |
| h | 687 | |
| i | 687 | |
| d | 687 | |
| 2 | 72 | 0.8% |
| Other values (17) | 626 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 8976 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| c | 1374 | |
| o | 1374 | |
| e | 1374 | |
| D | 721 | |
| s | 687 | |
| n | 687 | |
| h | 687 | |
| i | 687 | |
| d | 687 | |
| 2 | 72 | 0.8% |
| Other values (17) | 626 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 8976 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| c | 1374 | |
| o | 1374 | |
| e | 1374 | |
| D | 721 | |
| s | 687 | |
| n | 687 | |
| h | 687 | |
| i | 687 | |
| d | 687 | |
| 2 | 72 | 0.8% |
| Other values (17) | 626 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 8976 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| c | 1374 | |
| o | 1374 | |
| e | 1374 | |
| D | 721 | |
| s | 687 | |
| n | 687 | |
| h | 687 | |
| i | 687 | |
| d | 687 | |
| 2 | 72 | 0.8% |
| Other values (17) | 626 |
Embarked
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 46.2 KiB |
| S | |
|---|---|
| C | |
| Q | |
| D | 2 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 891 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | S |
|---|---|
| 2nd row | C |
| 3rd row | S |
| 4th row | S |
| 5th row | S |
Common Values
| Value | Count | Frequency (%) |
| S | 644 | |
| C | 168 | 18.9% |
| Q | 77 | 8.6% |
| D | 2 | 0.2% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| s | 644 | |
| c | 168 | 18.9% |
| q | 77 | 8.6% |
| d | 2 | 0.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| S | 644 | |
| C | 168 | 18.9% |
| Q | 77 | 8.6% |
| D | 2 | 0.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 891 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| S | 644 | |
| C | 168 | 18.9% |
| Q | 77 | 8.6% |
| D | 2 | 0.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 891 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| S | 644 | |
| C | 168 | 18.9% |
| Q | 77 | 8.6% |
| D | 2 | 0.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 891 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| S | 644 | |
| C | 168 | 18.9% |
| Q | 77 | 8.6% |
| D | 2 | 0.2% |
Age
Real number (ℝ)
| Distinct | 72 |
|---|---|
| Distinct (%) | 8.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 29.698101 |
| Minimum | 0 |
|---|---|
| Maximum | 80.052055 |
| Zeros | 7 |
| Zeros (%) | 0.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 46.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 6.0054795 |
| Q1 | 22.013699 |
| median | 29.698101 |
| Q3 | 35.021918 |
| 95-th percentile | 54.035616 |
| Maximum | 80.052055 |
| Range | 80.052055 |
| Interquartile range (IQR) | 13.008219 |
Descriptive statistics
| Standard deviation | 13.019444 |
|---|---|
| Coefficient of variation (CV) | 0.43839315 |
| Kurtosis | 0.97154209 |
| Mean | 29.698101 |
| Median Absolute Deviation (MAD) | 6.3238172 |
| Skewness | 0.42886103 |
| Sum | 26461.008 |
| Variance | 169.50592 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 29.69810061 | 177 | 19.9% |
| 24.01369863 | 31 | 3.5% |
| 22.01369863 | 27 | 3.0% |
| 28.01643836 | 27 | 3.0% |
| 30.01917808 | 27 | 3.0% |
| 18.0109589 | 26 | 2.9% |
| 19.0109589 | 25 | 2.8% |
| 21.01369863 | 24 | 2.7% |
| 36.02191781 | 23 | 2.6% |
| 25.01643836 | 23 | 2.6% |
| Other values (62) | 481 |
| Value | Count | Frequency (%) |
| 0 | 7 | |
| 1.002739726 | 7 | |
| 2.002739726 | 10 | |
| 3.002739726 | 6 | |
| 4.002739726 | 10 | |
| 5.005479452 | 4 | 0.4% |
| 6.005479452 | 3 | 0.3% |
| 7.005479452 | 3 | 0.3% |
| 8.005479452 | 4 | 0.4% |
| 9.008219178 | 8 |
| Value | Count | Frequency (%) |
| 80.05205479 | 1 | 0.1% |
| 74.04931507 | 1 | 0.1% |
| 71.04657534 | 2 | |
| 70.04657534 | 3 | |
| 66.04383562 | 1 | 0.1% |
| 65.04383562 | 3 | |
| 64.04109589 | 2 | |
| 63.04109589 | 2 | |
| 62.04109589 | 4 | |
| 61.04109589 | 3 |
Distribuicao
Real number (ℝ)
UNIQUE 
| Distinct | 891 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.028571711 |
| Minimum | -3.1518161 |
|---|---|
| Maximum | 2.6268978 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 441 |
| Negative (%) | 49.5% |
| Memory size | 46.2 KiB |
Quantile statistics
| Minimum | -3.1518161 |
|---|---|
| 5-th percentile | -1.7411442 |
| Q1 | -0.68490717 |
| median | 0.010747109 |
| Q3 | 0.65381224 |
| 95-th percentile | 1.4946805 |
| Maximum | 2.6268978 |
| Range | 5.778714 |
| Interquartile range (IQR) | 1.3387194 |
Descriptive statistics
| Standard deviation | 0.9845536 |
|---|---|
| Coefficient of variation (CV) | -34.459036 |
| Kurtosis | -0.14735532 |
| Mean | -0.028571711 |
| Median Absolute Deviation (MAD) | 0.6779742 |
| Skewness | -0.1528817 |
| Sum | -25.457394 |
| Variance | 0.9693458 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.015337338 | 1 | 0.1% |
| 0.153397302 | 1 | 0.1% |
| -1.470347339 | 1 | 0.1% |
| 1.321378887 | 1 | 0.1% |
| 0.1177174285 | 1 | 0.1% |
| -0.01861284392 | 1 | 0.1% |
| -1.110778011 | 1 | 0.1% |
| 2.615885256 | 1 | 0.1% |
| 0.2528943712 | 1 | 0.1% |
| -0.3735156583 | 1 | 0.1% |
| Other values (881) | 881 |
| Value | Count | Frequency (%) |
| -3.151816115 | 1 | |
| -2.898155324 | 1 | |
| -2.586741819 | 1 | |
| -2.560199773 | 1 | |
| -2.544808226 | 1 | |
| -2.53101978 | 1 | |
| -2.51471156 | 1 | |
| -2.423426012 | 1 | |
| -2.399446658 | 1 | |
| -2.342951734 | 1 |
| Value | Count | Frequency (%) |
| 2.626897849 | 1 | |
| 2.615885256 | 1 | |
| 2.466337431 | 1 | |
| 2.375946643 | 1 | |
| 2.364682786 | 1 | |
| 2.296557927 | 1 | |
| 2.263814277 | 1 | |
| 2.231983637 | 1 | |
| 2.165719177 | 1 | |
| 2.131642262 | 1 |
%_Fare
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 248 |
|---|---|
| Distinct (%) | 27.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.11223345 |
| Minimum | 0 |
|---|---|
| Maximum | 1.7854956 |
| Zeros | 15 |
| Zeros (%) | 1.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 46.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.025179525 |
| Q1 | 0.027568181 |
| median | 0.050373686 |
| Q3 | 0.10803671 |
| 95-th percentile | 0.39060204 |
| Maximum | 1.7854956 |
| Range | 1.7854956 |
| Interquartile range (IQR) | 0.080468533 |
Descriptive statistics
| Standard deviation | 0.17318435 |
|---|---|
| Coefficient of variation (CV) | 1.5430725 |
| Kurtosis | 33.398141 |
| Mean | 0.11223345 |
| Median Absolute Deviation (MAD) | 0.024061519 |
| Skewness | 4.7873165 |
| Sum | 100 |
| Variance | 0.029992818 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.02805469514 | 43 | 4.8% |
| 0.04530571886 | 42 | 4.7% |
| 0.02751729961 | 38 | 4.3% |
| 0.02700917855 | 34 | 3.8% |
| 0.09061143772 | 31 | 3.5% |
| 0.03659308062 | 24 | 2.7% |
| 0.02761906323 | 18 | 2.0% |
| 0.02709630493 | 16 | 1.8% |
| 0.02519416175 | 15 | 1.7% |
| 0 | 15 | 1.7% |
| Other values (238) | 615 |
| Value | Count | Frequency (%) |
| 0 | 15 | |
| 0.01398378438 | 1 | 0.1% |
| 0.01742527649 | 1 | 0.1% |
| 0.02173803242 | 1 | 0.1% |
| 0.02243504347 | 1 | 0.1% |
| 0.02247860667 | 1 | 0.1% |
| 0.0226382222 | 2 | 0.2% |
| 0.02352412325 | 2 | 0.2% |
| 0.02390155474 | 1 | 0.1% |
| 0.02422113431 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 1.785495592 | 3 | |
| 0.9165695431 | 4 | |
| 0.9143913836 | 2 | |
| 0.8626236752 | 2 | |
| 0.7929372065 | 4 | |
| 0.7729127757 | 1 | 0.1% |
| 0.7370891953 | 1 | 0.1% |
| 0.7365228738 | 3 | |
| 0.5745695661 | 2 | |
| 0.5348252985 | 3 |
| %_Fare | Age | Distribuicao | Embarked | Fare | Novos_IDs | Parch | PassengerId | Pclass | Sex | SibSp | Survived | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| %_Fare | 1.000 | 0.119 | 0.052 | 0.170 | 1.000 | -0.014 | 0.410 | -0.004 | 0.479 | 0.189 | 0.447 | 0.283 |
| Age | 0.119 | 1.000 | -0.068 | 0.139 | 0.119 | 0.042 | -0.217 | 0.001 | 0.259 | 0.103 | -0.147 | 0.156 |
| Distribuicao | 0.052 | -0.068 | 1.000 | 0.065 | 0.052 | -0.012 | 0.045 | -0.012 | 0.083 | 0.000 | 0.056 | 0.057 |
| Embarked | 0.170 | 0.139 | 0.065 | 1.000 | -0.082 | 0.018 | 0.031 | 0.022 | 0.264 | 0.125 | 0.014 | 0.173 |
| Fare | 1.000 | 0.119 | 0.052 | -0.082 | 1.000 | -0.014 | 0.410 | -0.004 | 0.479 | 0.189 | 0.447 | 0.283 |
| Novos_IDs | -0.014 | 0.042 | -0.012 | 0.018 | -0.014 | 1.000 | 0.001 | 0.761 | 1.000 | 1.000 | -0.061 | 1.000 |
| Parch | 0.410 | -0.217 | 0.045 | 0.031 | 0.410 | 0.001 | 1.000 | 0.017 | 0.022 | 0.247 | 0.450 | 0.157 |
| PassengerId | -0.004 | 0.001 | -0.012 | 0.022 | -0.004 | 0.761 | 0.017 | 1.000 | 1.000 | 1.000 | -0.034 | 1.000 |
| Pclass | 0.479 | 0.259 | 0.083 | 0.264 | 0.479 | 1.000 | 0.022 | 1.000 | 1.000 | 0.130 | -0.043 | 0.337 |
| Sex | 0.189 | 0.103 | 0.000 | 0.125 | 0.189 | 1.000 | 0.247 | 1.000 | 0.130 | 1.000 | -0.195 | 0.540 |
| SibSp | 0.447 | -0.147 | 0.056 | 0.014 | 0.447 | -0.061 | 0.450 | -0.034 | -0.043 | -0.195 | 1.000 | 0.187 |
| Survived | 0.283 | 0.156 | 0.057 | 0.173 | 0.283 | 1.000 | 0.157 | 1.000 | 0.337 | 0.540 | 0.187 | 1.000 |
| Novos_IDs | PassengerId | Survived | Pclass | Name | Sex | Birthday | SibSp | Parch | Ticket | Fare | Cabin | Embarked | Age | Distribuicao | %_Fare | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 00000891 | 1 | No | 3 | Braund, Mr. Owen Harris | male | 1890-04-15 | 1 | 0 | A/5 21171 | 7.2500 | Desconhecido | S | 22.01370 | 1.01534 | 0.02527 |
| 1 | 00000892 | 2 | Yes | 1 | Cumings, Mrs. John Bradley (Florence Briggs Thayer) | female | 1874-04-15 | 1 | 0 | PC 17599 | 71.2833 | C85 | C | 38.02466 | -0.22784 | 0.24843 |
| 2 | 00000893 | 3 | Yes | 3 | Heikkinen, Miss. Laina | female | 1886-04-15 | 0 | 0 | STON/O2. 3101282 | 7.9250 | Desconhecido | S | 26.01644 | 0.04451 | 0.02762 |
| 3 | 00000894 | 4 | Yes | 1 | Futrelle, Mrs. Jacques Heath (Lily May Peel) | female | 1877-04-15 | 1 | 0 | 113803 | 53.1000 | C123 | S | 35.02192 | -0.20353 | 0.18506 |
| 4 | 00000895 | 5 | No | 3 | Allen, Mr. William Henry | male | 1877-04-15 | 0 | 0 | 373450 | 8.0500 | Desconhecido | S | 35.02192 | -0.60770 | 0.02805 |
| 5 | 00000896 | 6 | No | 3 | Moran, Mr. James | male | NaT | 0 | 0 | 330877 | 8.4583 | Desconhecido | Q | 29.69810 | -0.33395 | 0.02948 |
| 6 | 00000897 | 7 | No | 1 | McCarthy, Mr. Timothy J | male | 1858-04-15 | 0 | 0 | 17463 | 51.8625 | E46 | S | 54.03562 | -0.14852 | 0.18074 |
| 7 | 00000898 | 8 | No | 3 | Palsson, Master. Gosta Leonard | male | 1910-04-15 | 3 | 1 | 349909 | 21.0750 | Desconhecido | S | 2.00274 | 0.28098 | 0.07345 |
| 8 | 00000899 | 9 | Yes | 3 | Johnson, Mrs. Oscar W (Elisabeth Vilhelmina Berg) | female | 1885-04-15 | 0 | 2 | 347742 | 11.1333 | Desconhecido | S | 27.01644 | -0.54804 | 0.03880 |
| 9 | 00000900 | 10 | Yes | 2 | Nasser, Mrs. Nicholas (Adele Achem) | female | 1898-04-15 | 1 | 0 | 237736 | 30.0708 | Desconhecido | C | 14.00822 | -2.39945 | 0.10480 |
| Novos_IDs | PassengerId | Survived | Pclass | Name | Sex | Birthday | SibSp | Parch | Ticket | Fare | Cabin | Embarked | Age | Distribuicao | %_Fare | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 881 | 00001772 | 882 | No | 3 | Markun, Mr. Johann | male | 1879-04-15 | 0 | 0 | 349257 | 7.8958 | Desconhecido | S | 33.02192 | -0.90174 | 0.02752 |
| 882 | 00001773 | 883 | No | 3 | Dahlberg, Miss. Gerda Ulrika | female | 1890-04-15 | 0 | 0 | 7552 | 10.5167 | Desconhecido | S | 22.01370 | 0.22295 | 0.03665 |
| 883 | 00001774 | 884 | No | 2 | Banfield, Mr. Frederick James | male | 1884-04-15 | 0 | 0 | C.A./SOTON 34068 | 10.5000 | Desconhecido | S | 28.01644 | 0.98203 | 0.03659 |
| 884 | 00001775 | 885 | No | 3 | Sutehall, Mr. Henry Jr | male | 1887-04-15 | 0 | 0 | SOTON/OQ 392076 | 7.0500 | Desconhecido | S | 25.01644 | -1.20434 | 0.02457 |
| 885 | 00001776 | 886 | No | 3 | Rice, Mrs. William (Margaret Norton) | female | 1873-04-15 | 0 | 5 | 382652 | 29.1250 | Desconhecido | Q | 39.02466 | -0.69764 | 0.10150 |
| 886 | 00001777 | 887 | No | 2 | Montvila, Rev. Juozas | male | 1885-04-15 | 0 | 0 | 211536 | 13.0000 | Desconhecido | S | 27.01644 | -2.31977 | 0.04531 |
| 887 | 00001778 | 888 | Yes | 1 | Graham, Miss. Margaret Edith | female | 1893-04-15 | 0 | 0 | 112053 | 30.0000 | B42 | S | 19.01096 | -0.70334 | 0.10455 |
| 888 | 00001779 | 889 | No | 3 | Johnston, Miss. Catherine Helen "Carrie" | female | NaT | 1 | 2 | W./C. 6607 | 23.4500 | Desconhecido | S | 29.69810 | 0.48322 | 0.08172 |
| 889 | 00001780 | 890 | Yes | 1 | Behr, Mr. Karl Howell | male | 1886-04-15 | 0 | 0 | 111369 | 30.0000 | C148 | C | 26.01644 | -0.95419 | 0.10455 |
| 890 | 00001781 | 891 | No | 3 | Dooley, Mr. Patrick | male | 1880-04-15 | 0 | 0 | 370376 | 7.7500 | Desconhecido | Q | 32.01918 | 0.46732 | 0.02701 |